BSifringer / EnhancedDCMLinks
Enhancing Discrete Choice Models with Learning Representation : The Learning MultiNomial Logit
☆41Updated 6 years ago
Alternatives and similar repositories for EnhancedDCM
Users that are interested in EnhancedDCM are comparing it to the libraries listed below
Sorting:
- Implementation of "Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement Learning Framework" (JASA 2023)☆32Updated last year
- Code for the WSDM '20 paper, Learning Individual Causal Effects from Networked Observational Data.☆75Updated 4 years ago
- A general framework for learning spatio-temporal point processes via reinforcement learning☆30Updated 4 years ago
- ☆12Updated 5 years ago
- ☆10Updated 4 years ago
- Replication Code for Paper "Stochastic Optimization Forests".☆20Updated 3 years ago
- Package for building Market Segmentation Trees, Choice Model Trees, and Isotonic Regression Trees☆17Updated 2 years ago
- Code for NeurIPS 2020 paper: "Estimating the Effects of Continuous-valued Interventions using Generative Adversarial Networks" by I. Bica…☆30Updated 4 years ago
- Transportation data online prediction☆50Updated 4 years ago
- MIE424 Group Project: smart_predict_optimize☆14Updated 4 years ago
- ☆40Updated 6 years ago
- Estimation of latent class choice models using the Expectation Maximization algorithm in addition to constraining the choice set across c…☆19Updated 8 years ago
- Code for TEDVAE, a VAE-based treatment effect estimation algorithm.☆25Updated 2 years ago
- ☆24Updated 3 years ago
- An optimization-based algorithm to accurately estimate the causal effects and robustly predict under distribution shifts. It leverages th…☆14Updated last year
- ☆26Updated 4 years ago
- Code and data for decision making under strategic behavior, NeurIPS 2020 & Management Science 2024.☆29Updated last year
- Traffic Assignment frameworK (TAsK). Traffic assignment algorithms for the conventional and non-additive traffic assignment problems.☆46Updated 7 years ago
- This is a unified and validated traffic dataset of 20 U.S. cities provided for related urban studies.☆14Updated 5 months ago
- Spatiotemporal datasets collected for network science, deep learning and general machine learning research.☆60Updated last year
- Uncertainty Quantification for Deep Spatiotemporal Forecasting☆23Updated 11 months ago
- ☆11Updated 7 years ago
- Implementation of paper Long-Term Effect Estimation with Surrogate Representation☆13Updated 4 years ago
- Software and pre-processed data for "Using Embeddings to Correct for Unobserved Confounding in Networks"☆57Updated 2 years ago
- Code the AAAI 2019 paper "Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization"☆34Updated 4 years ago
- ☆30Updated last week
- Bayan Algorithm☆13Updated 2 months ago
- Dynamic Pricing BwK Problem and Reinforcement Learning☆31Updated 6 years ago
- TIme series DiscoverY BENCHmark (tidybench)☆38Updated last year
- Data derived from the Linked Births and Deaths Data (LBIDD); simulated pairs of treatment assignment and outcomes; scoring code☆84Updated 7 years ago